Static snapshot. Hover any segment in the interactive version to see public-repo commit subjects per month · theme bucket. Methodology in docs/commit-topic-method.md.
I build agentic software systems that turn messy requirements into tested, reviewable, and maintainable code changes.
Current focus: agent evaluation, code-review automation, NL->DAX workflows, quant research infrastructure, and the institutional patterns around AI-assisted engineering.
| Project | What it demonstrates |
|---|---|
| acceptance-agent | Spec-visible, implementation-blind verification for multi-agent coding workflows. |
| coding-workflow | Bilingual workflow contracts, PR review templates, and sync automation for AI-assisted development. |
| PySymphony | AST-aware Python code merging with static auditing, dependency ordering, import reinjection, and adversarial tests. |
| Process_SemanticModel | Power BI/Fabric semantic model documentation with DAX metadata, relationship checks, and data-health profiling. |
| RBT | NumPy/Numba backtesting with switchable strategies and state preservation across regime changes. |
| RBT_RL | RL-driven financial decision-chain dataset and agent-selection experiments for RBT workflows. |
| paper-hub | GitHub Issues + Actions workflow for paper notes, research digests, and AI-assisted recommendations. |
Some active work is private because it contains research workflows, operational scripts, unpublished infrastructure, or sensitive evaluation data. When implementation details cannot be published safely, I publish sanitized architecture notes, toy examples, and case studies.
| Direction | Public evidence |
|---|---|
| Spec-blind acceptance agents for reducing structural collusion in multi-agent coding workflows | acceptance-agent |
| Bilingual technical publishing infrastructure behind Huaweidata | huaweidata.com |
| Runtime contract gates for NL->DAX generation and Power BI execution | Public case study planned |
| Rolling quant validation methods with multi-freeze ablation and walk-forward evidence | Public methodology note planned |
Huaweidata is my English-first AI technology magazine with a Chinese mirror. I write long-form notes on agents, software, research, infrastructure, and the institutions forming around AI.
Recent essays:
- Editor's Desk · May Week 2: When Scaffolding Starts to Cost You
- Editor's Desk · Week 1 of May: Paper Collusion, Old Weak Layers, and the Second Chair
- Website: https://huaweidata.com
- Writing archive: https://huaweidata.com/diary/
- Chinese mirror: https://huaweidata.com/zh/diary/